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Prof. Subhrakanta Panda

hyderabad Computer Science & Information Systems

Associate Professor,
Dept. of Computer Science and Information Systems

Blockchain applications, Cloud Computing, Medical Analytics, Social Network Analysis, Software Testing
H-136, Dept. of CSIS,
Birla Institute of Technology & Science, Pilani
Hyderabad Campus
Jawahar Nagar, Kapra Mandal
Dist.-Medchal-500 078
Telangana, India
spanda@hyderabad.bits-pilani.ac.in
+91 40 66303705
https://www.linkedin.com/in/subhrakanta-panda-79983b160/

Books

  1. Data Structures and Algorithms in Python, Michael T. Goodrich, Roberto Tamassia, Michael Goldwasser, An Indian Adaptation by Prof. Subhrakanta Panda, Wiley, Print ISBN: 9789354247866, eISBN: 9789354248351, 2021. 
  2. The New Advanced Society: Artificial Intelligence and Industrial Internet of Things Paradigm, Sandeep Kumar Panda, Ramesh Kumar Mohapatra, Subhrakanta Panda, S. Balamurugan, Scrivener Publishing LLC, Wiley, Print ISBN:9781119824473 |Online ISBN:9781119884392 |DOI:10.1002/9781119884392, 2022. 

Book Chapters

  1. S.P. Otta, S. Panda. Identity and Access Management for Internet of Things Cloud. In: The New Advanced Society: Artificial Intelligence and Industrial Internet of Things Paradigm. Scrinever Publishing, Wiley, Chapter 3,  2022. DOI:10.1002/9781119884392.
  2. Deepa Kumari, BSAS Rajita, Medindrao Raja Sekhar, Ritika Garg, Subhrakanta Panda. Predictive Modeling of Anthropomorphic Gamifying Blockchain-Enabled Transitional Healthcare System, In book: Machine Learning Approach for Cloud Data Analytics in IoT, Wiley Online Library, chapter:18, July 13, 2021. https://doi.org/10.1002/9781119785873.ch18.
  3. S.P. Otta, S. Panda. Cloud Identity and Access Management Solution with Blockchain. In: Blockchain Technology: Applications and Challenges. Intelligent Systems Reference Library, vol 203. Springer, Cham., 2021. https://doi.org/10.1007/978-3-030-69395-4_14.
  4. B.S.A.S. Rajita, Mrinalini Shukla, Deepa Kumari, Subhrakanta Panda. An Experimental Analysis of Community Detection Algorithms on a Temporally Evolving Dataset. In: Recommender Systems: Algorithms and Applications (1st ed.). CRC Press, Taylor and Francis Group, 2021. https://doi.org/10.1201/9780367631888.

Conferences

  1. Rajita, B., Vikas, Y., Moharir, P., Kumari, D. and Panda, S. An Effective Prediction of Events in Social Networks Using Influence Score of Communities.
    In Proceedings of the 13th International Conference on Data Science, Technology and Applications (DATA 2024), pages 229-236, 2024. CORE-C, DOI: 10.5220/0012708300003756.
  2. Kumari Deepa, K Antony, Joseph, Tarigopula Pranay, Gattu Rohith, Kumar, Seemakurthi Maithili, Panda Subhrakanta, Christopher Jabez. A Study on Drug Similarity Measures for Predicting Drug-Drug Interactions and Severity Using Machine Learning Techniques. In Proceedings of the 16th International Conference on Agents and Artificial Intelligence (ICAART), Volume 3 , pages 72–79. INSTICC, SciTePress, 2024. (CORE-B)
  3. Kavya, Ramisetty, J. Jabez Christopher, and Subhrakanta Panda. Nearest Neighbours and XAI Based Approach for Soft Labelling. In 15th International Conference on Agents and Artificial Intelligence (ICAART) , pp. 108-116. 2023. (Core B)
  4. Deepa Kumari, Chirag Jain, Aman Saxena, Pranjal Gupta, Ashay Netke, and S. Panda. An Experimental Analysis of Benchmarking Tools for Smart Contract-Based Blockchain Application, 8th International Congress on Information and Communication Technologies, scheduled during FEB 20-23, 2023, at London, UK, pp. 309–319, 2023. Springer (SCOPUS).
  5. S. P. Otta, S. Kolipara, V. K. Malhotra, A. R. Singh, S. Panda, and C. Hota. Continuous Cloud User Authentication by Efficient Facial Recognition, In 5th International Conference on Computational Intelligence and Networks, IEEE, Bhubaneswar, India, 2022, pp. 01-06, 01-03 December 2022. DOI: 10.1109/CINE56307.2022.10037567.
  6. S. P. Otta, S. Panda, and C. Hota, Identity Management with Blockchain: Indian Migrant Workers Prospective, International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI), IEEE, to be held at IIITM, Gwalior, India from 21st - 23rd December, 2022. DOI: 10.1109/IATMSI56455.2022.10119388.
  7. S. P. Otta, S. Kolipara, S. Panda and C. Hota. User Identification with Face Recognition : A Systematic Analysis, In 3rd International Conference for Emerging Technology (INCET), IEEE, pp. 1-6, 27th - 29th, May, 2022. DOI: 10.1109/INCET54531.2022.9825108.
  8. S. Otta, and S. Panda. Decentralized Identity and Access Management of Cloud for Security as a Service. In 13th International Conference on COMmunication Systems & NETworkS (COMSNET), IEEE, held at Bengaluru from January 4th - 8th January 2022. DOI: 10.1109/COMSNETS53615.2022.9668529.
  9. Kavya, Ramisetty, Shatakshi Gupta, Jabez Christopher, and Subhrakanta Panda. Explainable Decision Making Model by Interpreting Classification Algorithms. In International Conference on Intelligent Systems Design and Applications, LNNS vol 715, pp. 325-336. Cham: Springer Nature Switzerland, 2022. (Core C). https://doi.org/10.1007/978-3-031-35507-3_31.
  10. Ramisetty Kavya, Subhrakanta Panda, Jabez Christopher, ScaPMI: Scaling Parameter for Metric Importance, In 14th International Conference on Agents and Artificial Intelligence (ICAART ), Springer, 2022. DOI: 10.5220/0010774600003116.
  11. Ramisetty Kavya, Jonathan Samuel, Gunjan Parihar, Y Suba Joyce, Y. Bakthasingh Lazarus, Subhrakanta Panda, Jabez Christopher. CASTA: Clinical Assessment System for Tuberculosis Analysis. In 21st International Conference Intelligent Systems Design and Applications (ISDA ), LNNS vol 418, 2021, Springer. https://doi.org/10.1007/978-3-030-96308-8_21.
  12. B. S. A. S Rajita, BS Narwa, and S. Panda, An Efficient Approach for Event Prediction Using Collaborative Distance Score of Communities. In 17th International Conference on Distributed Computing and Internet Technology, LNCS vol 12582, pp 271–279, Springer, Virtual Conference held at KIIT University, Bhubaneswar, India, from 7th to 10th January 2021. https://doi.org/10.1007/978-3-030-65621-8_17.
  13. B. S. A. S Rajita, VRA Kota, K Perika, and S. Panda, Anomaly Score: A new Feature for Effective Prediction of Events in Social Networks. In 13th International Conference on COMmunication Systems & NETworkS (COMSNET), IEEE, Virtual Conference held at Bengaluru from January 5th to 9th January 2021. DOI: 10.1109/COMSNETS51098.2021.9352898.
  14. Deepa Kumari, B. S. A. S Rajita, and S. Panda, Blockchain: A Survey on Healthcare Perspective and its Challenges. In 4th International Conference on Information and Communication Technology for Intelligent Systems (ICTIS), SIST vol 195, pp 111–119, Springer, held at Ahmedabad (Digital Platform), India, during 15th – 16th May, 2020. https://doi.org/10.1007/978-981-15-7078-0_10.
  15. B.S.A.S Rajita, Deepa Kumari, and S. Panda, A Comparative Analysis of Community Detection Methods in Massive Datasets, In International Conference on Modeling, Simulation and Intelligent Computing (MoSICom), LNEE vol 659, pp 174–183, IEEE, held at BITS-PILANI Dubai Campus, Dubai, UAE, during 29th – 31st January, 2020. https://doi.org/10.1007/978-981-15-4775-1_19.
  16. Salim Ali Khan Mohammad, Sathvik Vamshi Valepe, S. Panda, B.S.A.S. Rajita, A Comparative Study of the Effectiveness of Meta-Heuristic Techniques in Pairwise Testing, In 34th IEEE Computer Software and Applications Conference (COMPSAC-2019), IEEE, held in Marquette University, Milwaukee, Wisconsin, USA, during 15th - 19th July, 2019. DOI: 10.1109/COMPSAC.2019.00022.
  17. B.S.A.S Rajita and S. Panda, Community Detection Techniques for Evolving Social Networks, In 9th International Conference on Cloud Computing, Data Science and Engineering, CONFLUENCE- 2019, IEEE, held at Amity University, Noida, U.P., India, during 10th – 11th January, 2019. DOI: 10.1109/CONFLUENCE.2019.8776896.
  18. M. V. Prudhviraj and S. Panda, Simulated Annealing: An Experimental Application on Pairwise Testing, In 6th International Conference on Applied Science Engineering and Technology (ICASET-2018), Organized by Institute For Engineering Research and Publication (IFERP), held at Pondicherry, India, during 29th – 30th December, 2018. (Best Paper Award)
  19. B.S.A.S Rajita and S. Panda, Events Detection in Temporally Evolving Social Networks., In 8th International Conference on Big Knowledge (ICBK -2018), IEEE, held at Singapore during 17th -18th November, 2018. DOI: 10.1109/ICBK.2018.00039.
  20. B.S.A.S Rajita, S. Panda, A. Narshimamurty, and Vijaybhaskar M., Interlocking Nodes for Structural Analysis in Social Networks, In 11th International Conference on Advanced Computing and Communication Technologies (ICACCT-2018), Springer, held at at Panipat, Haryana, India during 11th – 18th February, 2018.
  21. D. Munjal, J. Singh, S. Panda, and D. P. Mohapatra, Automated Slicing of Aspect-Oriented Programs using Bytecode Analysis, In 39th IEEE Computer Software and Applications Conference (COMPSAC-2015), Taichung, Taiwan, pp: 191-199, 2015. DOI: 10.1109/COMPSAC.2015.98.
  22. R. Kumar, S. Panda, and D. P. Mohapatra, Analysis of Java Programs using Joana and Java SDG API, In 4th International Conference on Advances in Computing, Communications and Informatics (ICACCI-2015), Kochi, Kerala, pp: 2402- 2408, 2015. DOI: 10.1109/ICACCI.2015.7275978.
  23. A. Mishra, D. P. Mohapatra, and S. Panda, Dynamic slicing of UML communication diagram, In IEEE 3rd International Advance Computing Conference (IACC), pp: 1394-1399, 2013. DOI: 10.1109/IAdCC.2013.6514431.
  24. S. Panda, Applications of Data Mining and Association Rules in Software Engineering, In National Conference on “Recent Trends in Data Warehousing and Data Mining”, pp: 120-124, 2010.
  25. S. Panda, A. K. Samal, S. Dewangon, Component Based Development of Fault-Tolerant Real-Time Embedded Systems- its Prospects and Challenges, In International Conference on Computer Engineering and Technology (ICCET), IEEE referred journal, Vol-1, pp: D26-D34, 2010.

Journals

  1. Deepa Kumari, Dhruv Agrawal, Arjita Nema, Nikhil Raj, Subhrakanta Panda, Jabez Christopher, Jitendra Kumar Singh, Sachidananda Behera, A study on improving drug–drug interactions prediction using convolutional neural networks, Applied Soft Computing, Elsevier, Volume 166, 2024 (13th Sept), 112242, ISSN 1568-4946, SCIE, Q1: Software, IF: 7.2. https://doi.org/10.1016/j.asoc.2024.112242.
  2. Deepa Kumari, Abhirath Singh Parmar, Harshvadhan Sunil Goyal, Kushal Mishra, Subhrakanta Panda. Healthrec-chain: patient-centric blockchain enabled ipfs for privacy preserving scalable health data. Computer Networks, 241, pp:110223, 2024. SCI, Q1: Computer Networks and Communications, IF: 4.4. https://doi.org/10.1016/j.comnet.2024.110223 .
  3. Deepa Kumari, Swati Sharma, Manan Chawla, Subhrakanta Panda. A Manifesto for Healthcare Based Blockchain: Research Directions for the Future Generation. Journal of The Institution of Engineers (India): Series B, Springer, pp.1-22, 2024. Scopus, Q3: Computer Science (Miscellaneous), IF:1.33. https://doi.org/10.1007/s40031-024-01074-3.
  4. Rajita, B. S. A. S., Samarth Soni, Deepa Kumari, and Subhrakanta Panda. An empirical framework for event prediction in massive datasets. International Journal of System Assurance Engineering and Management. Springer 15(1), pp. 1-22, 2024. Scopus, Q2:Safety, Risk, Reliability, and Quality. https://link.springer.com/article/10.1007/s13198-024-02302-1. 
  5. Deepa Kumari, SK Vyshnavi, Rupsa Dhar, BSAS Rajita, Subhrakanta Panda, Jabez Christopher. Smart GAN: a smart generative adversarial network for limited imbalanced dataset. The Journal of Supercomputing, 2024 Jun 3: pp. 1-42. SCI, Q2: Hardware and Architecture, IF: 2.5. https://doi.org/10.1007/s11227-024-06198-3 .
  6. Deepa Kumari, Pavan Kumar Reddy Yannam, Isha Nilesh Gohel, Mutyala Venkata Sai Subhash Naidu, Yash Arora, B. S. A. S. Rajita, Subhrakanta Panda, and Jabez Christopher. Computational model for breast cancer diagnosis using HFSE framework. Biomedical Signal Processing and Control, Elsevier, 86:A, 2023. : 105121.  SCI-E, Q1: Health Informatics, IF: 4.9. https://doi.org/10.1016/j.bspc.2023.105121.
  7. Ramisetty Kavya, Christopher Jabez, Subhrakanta Panda. A new Belief Interval-based Total Uncertainty Measure for Dempster-Shafer Theory, Information Sciences, Elsevier, 2023. Scopus, SCI, Q1: Artificial Intelligence, IF: 8.233. https://doi.org/10.1016/j.ins.2023.119150.
  8. Kavya Ramisetty, Akshat Singh, Jabez Christopher, Subhrakanta Panda. Knowledge-based system for three-way decision-making under uncertainty. Knowledge and Information Systems, Springer, 65:8, pp: 1 - 32, 2023. Scopus, SCIE, Q2: Artificial Intelligence, IF: 2.53. https://doi.org/10.1007/s10115-023-01882-x.
  9. Otta, S.P., Panda, S., Gupta, M., Hota, C. A Systematic Survey of Multi-Factor Authentication for Cloud Infrastructure. Future Internet, MDPI, 2023, 15:4, pp: 1-20. Scopus, Q2: Computer Networks and Communications, IF:0.79. https://doi.org/ 10.3390/fi15040146.
  10. Rajita, B. S. A. S., Pranay Tarigopula, Phanindra Ramineni, Ashank Sharma, and Subhrakanta Panda. Application of Evolutionary Algorithms in Social Networks: A Comparative Machine Learning Perspective. New Generation Computing, Springer, 41: 2, pp: 401-444, 2023. SCI-E, IF: 1.18, Q3: Computer Networks and Communications. https://doi.org/10.1007/s00354-023-00215-4.
  11. Ramisetty Kavya, Avantika Kala, Jabez Christopher, Subhrakanta Panda, Bakthasingh Lazarus. DAAR: Drift Adaption and Alternatives Ranking approach for interpretable clinical decision support systems, Biomedical Signal Processing and Control, Elsevier, 84:1, pp: 1-17, 2023. SCI-E, IF 5.076, Q1: Health Informatics. https://doi.org/10.1016/j.bspc.2023.104793.
  12. B S A S Rajita, Halani Vruthik, Dhruvil Shah, Subhrakanta Panda. GAN-C: A Generative Adversarial Network with a Classifier for Effective Event Prediction, Computational Intelligence, Wiley, 38:6, pp: 1922-1955, 2022. SCI-E, IF 3.45, Q2: Artificial Intelligence. https://doi.org/10.1111/coin.12550.
  13. Ramisetty Kavya, Jabez Christopher, Subhrakanta Panda, Bakthasingh Lazarus, and Julie Dayala. An Explainable Konwledge-based System using Subjective Preferences and Objective Data for ranking Decision Alternatives, Methods of Information in Medicine, Thieme Publishers, 61:3, pp: 111 - 122, 2022. SCIE, Q1: Advanced and Specialized Nursing. DOI: 10.1055/s-0042-1756650.
  14. Rajita, B. S. A. S., Mihir Bansal, Bipin Sai Narwa, and Subhrakanta Panda. Cuckoo search in threshold optimization for better event detection in social networks, Social Network Analysis and Mining, Springer, 12:1, pp: 1-19, 2022. Scopus, Q1: Communication. https://doi.org/10.1007/s13278-022-00867-y.
  15. Ramisetty Kavya, Jabez Christopher, Subhrakanta Panda, Y. Bakthasingh Lazarus, Machine Learning and XAI approaches for Allergy Diagnosis, Biomedical Signal Processing and Control, Elsevier, 69:1, pp: 1 - 15, 2021, 102681, ISSN 1746-8094. SCI-E, Q1: Health Informatics, IF: 5.076. https://doi.org/10.1016/j.bspc.2021.102681.
  16. B Rajita, Y Ranjan, CT Umesh, S Panda. Spark-Based Parallel Method for Prediction of Events. Arabian Journal for Science and Engineering, Springer, 45:1, pp: 3437–3453, 2020. SCI-E, Q1: Multi-disciplinary. https://doi.org/10.1007/s13369-020-04437-2.
  17. M. V. Prudhviraj, S Panda. Simulated Annealing: An Experimental Application on Pairwise Testing. International Journal of Innovative Technology and Exploring Engineering, 8:6, 377-381, 2019. Scopus.
  18. S. Panda and D. P. Mohapatra. Regression Test Suite Minimization using Integer Linear Programming Model, Software Practice and Experience, Willey Online Library, 47:11, 1539-1560, 2017. SCI-E, Q2: Software. DOI: 10.1002/spe.2485.
  19. S. Godboley, S. Panda, A. Dutta, D. P. Mohapatra. An Automated Analysis of the Branch Coverage and Energy Consumption Using Concolic Testing, Arabian Journal for Science and Engineering, pp: 1-19, 2016. SCI-E, Q1: Multi-disciplinary. DOI: 10.1007/s13369-016-2284-2.
  20. Jagannath Singh, S. Panda, P. M. Khilar, D. P. Mohapatra. A Graph-Based Dynamic Slicing of Distributed Aspect-Oriented Software, ACM-SIGSOFT, ACM, Vol. 41, No. 2, pp: 1-8, 2016.
  21. S. Panda, D. Munjal, and D. P. Mohapatra. A Slice-Based Change Impact Analysis for Regression Test Case Prioritization of Object-Oriented Programs, Advances in Software Engineering, Hindawi Publishers, 2016. http://dx.doi.org/10.1155/2016/7132404.
  22. S. Panda, D. P. Mohapatra. A Framework to measure Coupling using Static Change Impact Analysis, International Journal of Business Information Systems, Inderscience Publishers, Vol. 23, No. 3, pp: 353-387, 2016.
  23. S. Panda, D. P. Mohapatra. ACCo: A Novel Approach to Measure Cohesion using Hierarchical Slicing of Java Programs, Journal of Innovations in Systems and Software Engineering, Springer, Vol. 11, No. 4, pp: 243-260, 2015.
  24. S. Panda, D. P. Mohapatra. Hierarchical Regression Test Selection using Slicing”, International Journal of Computational Science and Engineering, Inderscience Publishers, Vol. 14, No. 2, pp: 179-197, 2017.
  25. S. Godboley, S. Panda, D. P. Mohapatra. SMCDCT: A Framework for Automated MC/DC Test Case Generation Using Distributed Concolic Testing, Distributed Computing and Internet Technology, Lecture Notes in Computer Science, Springer, Vol. 8956, pp 199-202, 2015.
  26. S. Panda, A. Mishra, and D. Munjal. Aspect Mining Using UML Communication Diagram, International Journal of Computer Science and Informatics (IJCSI), Vol. 3, No. 2, pp: 52-57, 2013.
  27. A. Mishra, S. Panda, and D. Munjal. Dynamic Slicing Of Aspect-Oriented UML Communication Diagram, International Journal of Computer Science and Informatics (IJCSI), Vol. 3, No. 2, pp: 58-63, 2013.
  28. S. Panda, and D. P. Mohapatra. Application of Hierarchical Slicing to Regression Test Selection of Java Programs, In Journal of Model-based Software Engineering: Some Perspectives, Infosys Labs Briefings, Vol. 11, No. 2, pp: 3-19, 2013.

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